Paper Citation Record · LEDGER

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks

As of 23 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2605.23560.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.23560 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T15:19:23.003493Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:04:47.106320Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact3
verified fuzzy36
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 360d5d14-f1cb-4739-9ae4-6f5f7caa7d46 · outbound

This paper cites A first look at starlink performance.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A first look at starlink performance

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.417299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ebbd96d0-682b-4c86-b478-22c89bb7e6ed · outbound

This paper cites A browser-side view of starlink connectivity.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A browser-side view of starlink connectivity

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.454810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2945cab5-4685-4096-af5a-ada15ca3cb7d · outbound

This paper cites Beam training and tracking for extremely large-scale MIMO communications.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Beam training and tracking for extremely large-scale MIMO communications

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.456815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 91cc31c1-b162-4987-a669-5e629eeb0e1f · outbound

This paper cites Multi-timescale evaluation of starlink throughput.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Multi-timescale evaluation of starlink throughput

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.460147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ef082e4-1603-4a07-bb46-a741a911af9d · outbound

This paper cites DBRAA: Sub-6 GHz and millimeter wave dual-band reconfigurable antenna array for ISAC.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks DBRAA: Sub-6 GHz and millimeter wave dual-band reconfigurable antenna array for ISAC

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.443656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bd48a29f-333c-46f2-9710-7437f2a5b19f · outbound

This paper cites Vivisecting starlink throughput: Measurement and prediction.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Vivisecting starlink throughput: Measurement and prediction

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.441799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 461f9edb-4ee4-4731-b726-f1537c054f4e · outbound

This paper cites T3P: Demystifying Low-Earth Orbit Satellite Broadband.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks T3P: Demystifying Low-Earth Orbit Satellite Broadband

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:50.084052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e91e8378-4427-4914-8a69-bdb97a0b803f · outbound

This paper cites Near-field commu- nications for extremely large-scale MIMO: A beamspace perspective.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Near-field commu- nications for extremely large-scale MIMO: A beamspace perspective

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.445429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 819fd0f4-3b2b-4ddf-b53d-8b139edb4b3d · outbound

This paper cites Genet: Automatic curriculum generation for learning adaptation in networking.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Genet: Automatic curriculum generation for learning adaptation in networking

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.447658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 77a437ef-4ded-44c0-b21b-d4366485d0f7 · outbound

This paper cites Optimizing adaptive video streaming: Offline reinforcement learning and meta-learning in diverse networks.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Optimizing adaptive video streaming: Offline reinforcement learning and meta-learning in diverse networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.449515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cdfdf83d-8a56-4675-ba8a-6c231b00b35c · outbound

This paper cites Meta reinforcement learning for rate adaptation.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Meta reinforcement learning for rate adaptation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.453028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12760dc5-f0e8-4e30-9d5f-3fcc3f9ff66a · outbound

This paper cites Bitrate adaptation and guidance with meta reinforcement learn- ing.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Bitrate adaptation and guidance with meta reinforcement learn- ing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.436651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4698cb63-8aae-4bcc-b893-9e257daec782 · outbound

This paper cites Metaabr: A meta-learning approach on adaptative bitrate selection for video streaming.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Metaabr: A meta-learning approach on adaptative bitrate selection for video streaming

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.438395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98b7f7cb-5116-485e-ae37-8fcde68ea23b · outbound

This paper cites Merina+: Improving generalization for neural video adaptation via information- theoretic meta-reinforcement learning.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Merina+: Improving generalization for neural video adaptation via information- theoretic meta-reinforcement learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.433200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb2e7670-1d96-4b3c-a4a1-9561a1ee15f9 · outbound

This paper cites Netllm: Adapting large language models for networking.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Netllm: Adapting large language models for networking

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.451336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5d66f0be-df16-4449-9592-c71f21325014 · outbound

This paper cites Risk-aware safe throughput forecasting for starlink networks.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk-aware safe throughput forecasting for starlink networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.440073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4db9d75-b28e-493c-b224-1eb1c956af62 · outbound

This paper cites Risk-Aware Safe Throughput Forecasting for Starlink Networks.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk-Aware Safe Throughput Forecasting for Starlink Networks

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T15:24:50.086327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aae596d9-f368-4347-b4b7-ef0061e2cd4c · outbound

This paper cites SABR: A Stable Adaptive Bitrate Framework Using Behavior Cloning Pretraining and Reinforcement Learning Fine-Tuning.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks SABR: A Stable Adaptive Bitrate Framework Using Behavior Cloning Pretraining and Reinforcement Learning Fine-Tuning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:24:50.089026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e353764f-e513-4513-b0da-4b9084fee5bb · outbound

This paper cites Network characteristics of LEO satellite constellations: A starlink-based measure- ment from end users,.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Network characteristics of LEO satellite constellations: A starlink-based measure- ment from end users,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.408068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7b54330e-f2fe-406b-930a-f2519adba6f7 · outbound

This paper cites A multifaceted look at starlink performance.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A multifaceted look at starlink performance

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.406239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0ad554a-c9da-4b44-842f-a75873638b84 · outbound

This paper cites Making sense of constellations: Methodologies for understanding star- link’s scheduling algorithms.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Making sense of constellations: Methodologies for understanding star- link’s scheduling algorithms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.410044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6b456082-b5a8-4d80-ac84-cda90ec9e4d4 · outbound

This paper cites Realtime multimedia services over starlink: A reality check.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Realtime multimedia services over starlink: A reality check

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.411879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 009c55f9-f86e-4624-be91-ca5a9c3e574e · outbound

This paper cites Low-latency live video streaming over a low-earth- orbit satellite network with DASH.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Low-latency live video streaming over a low-earth- orbit satellite network with DASH

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.413668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c255408d-2d58-41d8-8295-edc4c910e8cc · outbound

This paper cites A global perspective on the past, present, and future of video streaming over starlink.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A global perspective on the past, present, and future of video streaming over starlink

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.415609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c0bbe39-7bed-46fe-8c7b-0d2f2fa5bf24 · outbound

This paper cites Lumos: Towards better video streaming QoE through accurate throughput prediction.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Lumos: Towards better video streaming QoE through accurate throughput prediction

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.458507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0000b36c-fbe2-4d94-af5b-b72f88e63e56 · outbound

This paper cites Accurate throughput prediction for improving QoE in mobile adaptive streaming.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Accurate throughput prediction for improving QoE in mobile adaptive streaming

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.398877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fa772d2-c2fe-4050-8259-af97e74b245a · outbound

This paper cites Modeling and predicting starlink throughput with fine-grained burst characterization.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Modeling and predicting starlink throughput with fine-grained burst characterization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.400818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e1121b4c-84e9-4a16-9da3-fccc0d164f45 · outbound

This paper cites A control-theoretic approach for dynamic adaptive video streaming over HTTP.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A control-theoretic approach for dynamic adaptive video streaming over HTTP

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.402620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 850fdc27-75e5-43ab-b025-e6f244cffb81 · outbound

This paper cites BOLA: Near-optimal bitrate adaptation for online videos.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks BOLA: Near-optimal bitrate adaptation for online videos

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.397106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b94a0d92-7c92-4f01-8a08-1e250c1bedc5 · outbound

This paper cites Neural adaptive video stream- ing with pensieve,.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Neural adaptive video stream- ing with pensieve,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.404424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fffb93d-12d5-4fd3-b47e-7a19bb4281c2 · outbound

This paper cites Comyco: Quality-aware adaptive video streaming via imitation learning.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Comyco: Quality-aware adaptive video streaming via imitation learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.431534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b920876f-a0a7-4baf-a06d-7c694b51fa1d · outbound

This paper cites Optimization of conditional value- at-risk.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Optimization of conditional value- at-risk

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.426050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94456de9-29b1-4570-8df4-1961c5bb85e1 · outbound

This paper cites Risk-sensitive and robust decision-making: A CVaR optimization approach.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk-sensitive and robust decision-making: A CVaR optimization approach

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.427991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6cb35cc7-cf50-48ec-8acf-709d77ba04ae · outbound

This paper cites Risk- constrained reinforcement learning with percentile risk criteria.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk- constrained reinforcement learning with percentile risk criteria

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.429827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ea3a4cb-91fa-40f0-af25-e80c8ab2e51e · outbound

This paper cites Safe reinforcement learning via shielding.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Safe reinforcement learning via shielding

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.434870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3c18ae89-07bc-4765-8e0c-aa3df0f1dbb1 · outbound

This paper cites A reduction of imitation learning and structured prediction to no-regret online learning.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks A reduction of imitation learning and structured prediction to no-regret online learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.422319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 53ebb7c9-9027-4b50-93b3-8dec51999f57 · outbound

This paper cites Quality-aware neural adaptive video streaming with lifelong imitation learning.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Quality-aware neural adaptive video streaming with lifelong imitation learning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.424346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ad1b66b2-e3e3-462f-bd8b-bec312066cc5 · outbound

This paper cites Proximal Policy Optimization Algorithms.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Proximal Policy Optimization Algorithms

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-06-30T15:24:50.091782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 87014890-8f95-451a-a8a8-1c3413075c60 · outbound

This paper cites Xgboost: A scalable tree boosting system.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Xgboost: A scalable tree boosting system

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.419008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2531cd6f-73de-460d-adba-6a4b42d36584 · outbound

This paper cites Stable-baselines3: Reliable reinforcement learning implementa- tions.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Stable-baselines3: Reliable reinforcement learning implementa- tions

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T17:55:21.420685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 140b6b5b-818d-4958-b824-380e28fa0896 · inbound

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation cites this paper.

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T23:04:47.106320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.